Solidifying a T-Junction
this method may not give you a good mesh but it looks OK :


add a Edge split modifier before the solidify modifier
set the solidify modifier offset to 0.0
other modifiers are added to smooth it out


 

here is a cross junction :



solid view



after Bevel and Subsurf modifier :